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Create app.py
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app.py
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pip install gradio librosa
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import gradio as gr
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import librosa
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import numpy as np
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from pydub import AudioSegment
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# Function to synchronize vocal and beat
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def synchronize_audio(vocal_file, beat_file):
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# Load audio files
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vocal_audio = AudioSegment.from_file(vocal_file, format="mp3")
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beat_audio, sr = librosa.load(beat_file, sr=None)
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# Convert vocal audio to numpy array
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vocal_array = np.array(vocal_audio.get_array_of_samples())
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# Resize beat to match vocal duration
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beat_duration = len(vocal_array) / vocal_audio.frame_rate
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beat_resized = librosa.effects.trim(beat_audio, duration=beat_duration)[0]
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# Combine vocal and beat
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synchronized_audio = vocal_array + beat_resized
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return synchronized_audio
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# Gradio Interface
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iface = gr.Interface(
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fn=synchronize_audio,
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inputs=[
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gr.File("Vocal File", type="audio", accept=".mp3"),
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gr.File("Beat File", type="audio", accept=".mp3"),
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],
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outputs="audio",
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live=True,
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title="Audio Synchronization",
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description="Upload a vocal file and a beat to synchronize them.",
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)
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# Launch Gradio interface
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iface.launch()
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